REZAZADEH, NIMA
REZAZADEH, NIMA
Dipartimento di Ingegneria
A fine-tuning deep learning framework to palliate data distribution shift effects in rotary machine fault detection
2024 Rezazadeh, N.; Perfetto, D.; De Oliveira, M.; De Luca, A.; Lamanna, G.
Application of Supervised and Unsupervised Machine Learning to the Classification of Damaged Rotor‐Bearing Systems
2023 Rezazadeh, Nima; Felaco, Amelia; Fallahy, Shila; Lamanna, Giuseppe
Classification of Unbalanced and Bowed Rotors under Uncertainty Using Wavelet Time Scattering, LSTM, and SVM
2023 Rezazadeh, N.; de Oliveira, M.; Perfetto, D.; De Luca, A.; Caputo, F.
Composite Panel Damage Classification Based on Guided Waves and Machine Learning: An Experimental Approach
2023 Perfetto, Donato; Rezazadeh, Nima; Aversano, Antonio; DE LUCA, Alessandro; Lamanna, Giuseppe
Dimensionality Reduction in Structural Health Monitoring: A Case Study on Damaged Wind Turbine Blades
2024 Rezazadeh, N.; Polverino, A.; Perfetto, D.; De Luca, A.
Domain-Adaptive Graph Attention Semi-Supervised Network for Temperature-Resilient SHM of Composite Plates
2025 Rezazadeh, Nima; De Luca, Alessandro; Perfetto, Donato; Lamanna, Giuseppe; Annaz, Fawaz; De Oliveira, Mario
Enhancing Air Compressor Fault Diagnosis: A Comparative Study of GPT-2 and Traditional Machine Learning Models
2025 Rezazadeh, N.; Perfetto, D.; Caputo, F.; De Luca, A.
Ensemble Learning for Estimating Remaining Useful Life: Incorporating Linear, KNN, and Gaussian Process Regression
2024 Rezazadeh, N.; Perfetto, D.; De Luca, A.; Caputo, F.
FE modelling techniques for the simulation of guided waves in plates with variable thickness
2024 Perfetto, D.; Pezzella, C.; Fierro, V.; Rezazadeh, N.; Polverino, A.; Lamanna, G.
Guided wave-driven machine learning for damage classification with limited dataset in aluminum panel
2024 Rezazadeh, N.; Perfetto, D.; Polverino, A.; De Luca, A.; Lamanna, G.
Guided Waves Propagation in Additively Manufactured GF30‐PA6 Panel
2024 De Luca, Alessandro; Greco, Alessandro; Rezazadeh, Nima; Perfetto, Donato; Aversano, Antonio
Numerical Analysis on the Propagation of Ultrasonic Guided Wave in Damaged Carbon Fiber Reinforced Polymer Laminate
2023 Polverino, Antonio; Aversano, Antonio; Rezazadeh, Nima; Beneduce, Stefano
Numerical Study of Ultrasonic Guided Wave in Composite Reinforced Panels with Different Stiffener Shapes
2023 Aversano, Antonio; Rezazadeh, Nima; Polverino, Antonio; Beneduce, Stefano
Predicting the Residual Life of Spur Gears Using the SED Method
2025 Perfetto, Donato; Rezazadeh, Nima; Munno, Mario; Beneduce, Stefano
Prototype‐attention domain adaptation for explainable bearing fault diagnosis
2026 Rezazadeh, Nima; Caputo, Francesco; Aversano, Antonio; Lamanna, Giuseppe; De Luca, Alessandro; Perfetto, Donato
Role of Ultrasonic Guided Wave-Based SHM in Detecting Low-Velocity Impact Damage in CFRP Laminates
2026 De Luca, Alessandro; Lamanna, Giuseppe; Pianese, Luciano; Polverino, Antonio; Rezazadeh, Nima; Aversano, Antonio
Rotor system fault detection utilizing semi-supervised and unsupervised machine learning
2025 Rezazadeh, Nima; Perfetto, Donato; De Luca, Alessandro; Lamanna, Giuseppe
Systematic critical review of structural health monitoring under environmental and operational variability: approaches for baseline compensation, adaptation, and reference-free techniques
2025 Rezazadeh, N.; De Luca, A.; Perfetto, D.; Salami, M. R.; Lamanna, G.
WaveCORAL-DCCA: A Scalable Solution for Rotor Fault Diagnosis Across Operational Variabilities
2025 Rezazadeh, N.; De Oliveira, M.; Lamanna, G.; Perfetto, D.; De Luca, A.